A Primer in Biological Data Analysis and Visualization Using by Gregg Hartvigsen

By Gregg Hartvigsen

R is a well-liked programming language that statisticians use to accomplish quite a few statistical computing projects. Rooted in Gregg Hartvigsen's large event instructing biology, this article is an interesting, useful, and lab-oriented advent to R for college students within the lifestyles sciences.

Underscoring the significance of R and RStudio to the association, computation, and visualization of organic facts and information, Hartvigsen publications readers during the methods of getting into information into R, operating with information in R, and utilizing R to specific facts in histograms, boxplots, barplots, scatterplots, before/after line plots, pie charts, and graphs. He covers information normality, outliers, and nonnormal information and examines usually used statistical exams with one price and one pattern; paired samples; greater than samples throughout a unmarried issue; correlation; and linear regression. the amount additionally encompasses a part on complicated systems and a last bankruptcy on attainable extensions into programming, that includes a dialogue of algorithms, the artwork of looping, and mixing programming and output.

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